Fig. 1 Tubular joint SIF surrogate model construction flowchart More about this image found in Tubular joint SIF surrogate model construction flowchart

Fig. 2 Jacket platform finite element model More about this image found in Jacket platform finite element model

Fig. 3 Maximum principal stress results of platform More about this image found in Maximum principal stress results of platform

Fig. 4 franc3d workflow More about this image found in franc3d workflow

Fig. 5 Tubular joint and cracked sub-model More about this image found in Tubular joint and cracked sub-model

Fig. 6 Tubular joint crack data samples More about this image found in Tubular joint crack data samples

Fig. 7 SIF prediction error of GPR model based on single kernel and CPK: ( a ) SE kernel, ( b ) Matern kernel, and ( c ) CPK More about this image found in SIF prediction error of GPR model based on single kernel and CPK: ( a ) SE ...

Fig. 8 BO flowchart More about this image found in BO flowchart

Fig. 9 Iterative curve More about this image found in Iterative curve

Fig. 10 BO-GPR prediction error More about this image found in BO-GPR prediction error

Fig. 11 MRE and R 2 of different GPR surrogate models More about this image found in MRE and R 2 of different GPR surrogate models

Fig. 12 Comparison of SIF simulated and predicted results by the BO-GPR surrogate model More about this image found in Comparison of SIF simulated and predicted results by the BO-GPR surrogate m...

Fig. 13 MRE results More about this image found in MRE results

Fig. 14 Prediction time by franc3d simulation and the surrogate model More about this image found in Prediction time by franc3d simulation and the surrogate model

Fig. 1 Applications of data analytics in the maritime context [ 11 ] More about this image found in Applications of data analytics in the maritime context [ 11 ]

Fig. 2 Methodology flowchart More about this image found in Methodology flowchart

Fig. 3 Results Delphi method criteria and sub-criteria More about this image found in Results Delphi method criteria and sub-criteria

Fig. 4 Organizational barriers—local weights for organizational sub-criteria: organizational barriers 1: M sub-barriers: M1: time limitation from management, M2: long setup time, M3: lack of training in using data analytics solutions, M4: contracts and restrictive clauses; organizational barriers ... More about this image found in Organizational barriers—local weights for organizational sub-criteria: orga...